Last updated: July 22, 2025
DQOps REST API check_results operations
Returns all the data quality check results of executed checks on tables and columns.
get_column_monitoring_checks_results
Returns a complete view of the recent column level monitoring executions for the monitoring at a requested time scale
Follow the link to see the source code on GitHub.
GET
http://localhost:8888/api/connections/{connectionName}/schemas/{schemaName}/tables/{tableName}/columns/{columnName}/monitoring/{timeScale}/results
Return value
| Property name | Description | Data type |
|---|---|---|
check_results_list_model |
List[CheckResultsListModel] |
Parameters of this method are described below
| Property name | Description | Data type | Required |
|---|---|---|---|
connection_name |
Connection name | string | |
schema_name |
Schema name | string | |
table_name |
Table name | string | |
column_name |
Column name | string | |
time_scale |
Time scale | CheckTimeScale | |
data_group |
Data group | string | |
month_start |
Month start boundary | string | |
month_end |
Month end boundary | string | |
check_name |
Check name | string | |
category |
Check category name | string | |
table_comparison |
Table comparison name | string | |
load_mode |
Results load mode | CheckResultsDetailedLoadMode | |
max_results_per_check |
Maximum number of results per check, the default is 100 | long |
Usage examples
Execution
curl http://localhost:8888/api/connections/sample_connection/schemas/sample_schema/tables/sample_table/columns/sample_column/monitoring/daily/results^
-H "Accept: application/json"
Expand to see the returned result
[ {
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"dataGroup" : "sample_data_grouping",
"checkResultEntries" : [ {
"id" : "3854372",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 100.0,
"expectedValue" : 110.0,
"warningLowerBound" : 105.0,
"warningUpperBound" : 115.0,
"errorLowerBound" : 95.0,
"errorUpperBound" : 125.0,
"fatalLowerBound" : 85.0,
"fatalUpperBound" : 135.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T14:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T14:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
}, {
"id" : "-8597741925434587255",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 110.0,
"expectedValue" : 120.0,
"warningLowerBound" : 115.0,
"warningUpperBound" : 125.0,
"errorLowerBound" : 105.0,
"errorUpperBound" : 135.0,
"fatalLowerBound" : 95.0,
"fatalUpperBound" : 145.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T15:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T15:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
}, {
"id" : "8520797026624525526",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 120.0,
"expectedValue" : 130.0,
"warningLowerBound" : 125.0,
"warningUpperBound" : 135.0,
"errorLowerBound" : 115.0,
"errorUpperBound" : 145.0,
"fatalLowerBound" : 105.0,
"fatalUpperBound" : 155.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T16:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T16:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
}, {
"id" : "879763789071004098",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 130.0,
"expectedValue" : 140.0,
"warningLowerBound" : 135.0,
"warningUpperBound" : 145.0,
"errorLowerBound" : 125.0,
"errorUpperBound" : 155.0,
"fatalLowerBound" : 115.0,
"fatalUpperBound" : 165.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T17:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T17:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
} ]
}, {
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"dataGroup" : "sample_data_grouping",
"checkResultEntries" : [ {
"id" : "3854372",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 100.0,
"expectedValue" : 110.0,
"warningLowerBound" : 105.0,
"warningUpperBound" : 115.0,
"errorLowerBound" : 95.0,
"errorUpperBound" : 125.0,
"fatalLowerBound" : 85.0,
"fatalUpperBound" : 135.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T14:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T14:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
}, {
"id" : "-8597741925434587255",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 110.0,
"expectedValue" : 120.0,
"warningLowerBound" : 115.0,
"warningUpperBound" : 125.0,
"errorLowerBound" : 105.0,
"errorUpperBound" : 135.0,
"fatalLowerBound" : 95.0,
"fatalUpperBound" : 145.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T15:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T15:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
}, {
"id" : "8520797026624525526",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 120.0,
"expectedValue" : 130.0,
"warningLowerBound" : 125.0,
"warningUpperBound" : 135.0,
"errorLowerBound" : 115.0,
"errorUpperBound" : 145.0,
"fatalLowerBound" : 105.0,
"fatalUpperBound" : 155.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T16:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T16:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
}, {
"id" : "879763789071004098",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 130.0,
"expectedValue" : 140.0,
"warningLowerBound" : 135.0,
"warningUpperBound" : 145.0,
"errorLowerBound" : 125.0,
"errorUpperBound" : 155.0,
"fatalLowerBound" : 115.0,
"fatalUpperBound" : 165.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T17:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T17:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
} ]
}, {
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"dataGroup" : "sample_data_grouping",
"checkResultEntries" : [ {
"id" : "3854372",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 100.0,
"expectedValue" : 110.0,
"warningLowerBound" : 105.0,
"warningUpperBound" : 115.0,
"errorLowerBound" : 95.0,
"errorUpperBound" : 125.0,
"fatalLowerBound" : 85.0,
"fatalUpperBound" : 135.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T14:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T14:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
}, {
"id" : "-8597741925434587255",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 110.0,
"expectedValue" : 120.0,
"warningLowerBound" : 115.0,
"warningUpperBound" : 125.0,
"errorLowerBound" : 105.0,
"errorUpperBound" : 135.0,
"fatalLowerBound" : 95.0,
"fatalUpperBound" : 145.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T15:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T15:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
}, {
"id" : "8520797026624525526",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 120.0,
"expectedValue" : 130.0,
"warningLowerBound" : 125.0,
"warningUpperBound" : 135.0,
"errorLowerBound" : 115.0,
"errorUpperBound" : 145.0,
"fatalLowerBound" : 105.0,
"fatalUpperBound" : 155.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T16:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T16:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
}, {
"id" : "879763789071004098",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 130.0,
"expectedValue" : 140.0,
"warningLowerBound" : 135.0,
"warningUpperBound" : 145.0,
"errorLowerBound" : 125.0,
"errorUpperBound" : 155.0,
"fatalLowerBound" : 115.0,
"fatalUpperBound" : 165.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T17:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T17:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
} ]
} ]
Execution
from dqops import client
from dqops.client.api.check_results import get_column_monitoring_checks_results
from dqops.client.models import CheckResultsDetailedLoadMode, \
CheckTimeScale
dqops_client = client.Client(
'http://localhost:8888/',
raise_on_unexpected_status=True
)
call_result = get_column_monitoring_checks_results.sync(
'sample_connection',
'sample_schema',
'sample_table',
'sample_column',
CheckTimeScale.daily,
client=dqops_client
)
Expand to see the returned result
[
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
),
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
),
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
)
]
Execution
from dqops import client
from dqops.client.api.check_results import get_column_monitoring_checks_results
from dqops.client.models import CheckResultsDetailedLoadMode, \
CheckTimeScale
dqops_client = client.Client(
'http://localhost:8888/',
raise_on_unexpected_status=True
)
call_result = await get_column_monitoring_checks_results.asyncio(
'sample_connection',
'sample_schema',
'sample_table',
'sample_column',
CheckTimeScale.daily,
client=dqops_client
)
Expand to see the returned result
[
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
),
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
),
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
)
]
Execution
from dqops import client
from dqops.client.api.check_results import get_column_monitoring_checks_results
from dqops.client.models import CheckResultsDetailedLoadMode, \
CheckTimeScale
token = 's4mp13_4u7h_70k3n'
dqops_client = client.AuthenticatedClient(
'http://localhost:8888/',
token=token,
raise_on_unexpected_status=True
)
call_result = get_column_monitoring_checks_results.sync(
'sample_connection',
'sample_schema',
'sample_table',
'sample_column',
CheckTimeScale.daily,
client=dqops_client
)
Expand to see the returned result
[
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
),
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
),
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
)
]
Execution
from dqops import client
from dqops.client.api.check_results import get_column_monitoring_checks_results
from dqops.client.models import CheckResultsDetailedLoadMode, \
CheckTimeScale
token = 's4mp13_4u7h_70k3n'
dqops_client = client.AuthenticatedClient(
'http://localhost:8888/',
token=token,
raise_on_unexpected_status=True
)
call_result = await get_column_monitoring_checks_results.asyncio(
'sample_connection',
'sample_schema',
'sample_table',
'sample_column',
CheckTimeScale.daily,
client=dqops_client
)
Expand to see the returned result
[
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
),
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
),
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
)
]
get_column_partitioned_checks_results
Returns an overview of the most recent column level partitioned checks executions for a requested time scale
Follow the link to see the source code on GitHub.
GET
http://localhost:8888/api/connections/{connectionName}/schemas/{schemaName}/tables/{tableName}/columns/{columnName}/partitioned/{timeScale}/results
Return value
| Property name | Description | Data type |
|---|---|---|
check_results_list_model |
List[CheckResultsListModel] |
Parameters of this method are described below
| Property name | Description | Data type | Required |
|---|---|---|---|
connection_name |
Connection name | string | |
schema_name |
Schema name | string | |
table_name |
Table name | string | |
column_name |
Column name | string | |
time_scale |
Time scale | CheckTimeScale | |
data_group |
Data group | string | |
month_start |
Month start boundary | string | |
month_end |
Month end boundary | string | |
check_name |
Check name | string | |
category |
Check category name | string | |
table_comparison |
Table comparison name | string | |
load_mode |
Results load mode | CheckResultsDetailedLoadMode | |
max_results_per_check |
Maximum number of results per check, the default is 100 | long |
Usage examples
Execution
curl http://localhost:8888/api/connections/sample_connection/schemas/sample_schema/tables/sample_table/columns/sample_column/partitioned/daily/results^
-H "Accept: application/json"
Expand to see the returned result
[ {
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"dataGroup" : "sample_data_grouping",
"checkResultEntries" : [ {
"id" : "3854372",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 100.0,
"expectedValue" : 110.0,
"warningLowerBound" : 105.0,
"warningUpperBound" : 115.0,
"errorLowerBound" : 95.0,
"errorUpperBound" : 125.0,
"fatalLowerBound" : 85.0,
"fatalUpperBound" : 135.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T14:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T14:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
}, {
"id" : "-8597741925434587255",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 110.0,
"expectedValue" : 120.0,
"warningLowerBound" : 115.0,
"warningUpperBound" : 125.0,
"errorLowerBound" : 105.0,
"errorUpperBound" : 135.0,
"fatalLowerBound" : 95.0,
"fatalUpperBound" : 145.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T15:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T15:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
}, {
"id" : "8520797026624525526",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 120.0,
"expectedValue" : 130.0,
"warningLowerBound" : 125.0,
"warningUpperBound" : 135.0,
"errorLowerBound" : 115.0,
"errorUpperBound" : 145.0,
"fatalLowerBound" : 105.0,
"fatalUpperBound" : 155.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T16:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T16:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
}, {
"id" : "879763789071004098",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 130.0,
"expectedValue" : 140.0,
"warningLowerBound" : 135.0,
"warningUpperBound" : 145.0,
"errorLowerBound" : 125.0,
"errorUpperBound" : 155.0,
"fatalLowerBound" : 115.0,
"fatalUpperBound" : 165.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T17:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T17:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
} ]
}, {
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"dataGroup" : "sample_data_grouping",
"checkResultEntries" : [ {
"id" : "3854372",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 100.0,
"expectedValue" : 110.0,
"warningLowerBound" : 105.0,
"warningUpperBound" : 115.0,
"errorLowerBound" : 95.0,
"errorUpperBound" : 125.0,
"fatalLowerBound" : 85.0,
"fatalUpperBound" : 135.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T14:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T14:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
}, {
"id" : "-8597741925434587255",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 110.0,
"expectedValue" : 120.0,
"warningLowerBound" : 115.0,
"warningUpperBound" : 125.0,
"errorLowerBound" : 105.0,
"errorUpperBound" : 135.0,
"fatalLowerBound" : 95.0,
"fatalUpperBound" : 145.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T15:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T15:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
}, {
"id" : "8520797026624525526",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 120.0,
"expectedValue" : 130.0,
"warningLowerBound" : 125.0,
"warningUpperBound" : 135.0,
"errorLowerBound" : 115.0,
"errorUpperBound" : 145.0,
"fatalLowerBound" : 105.0,
"fatalUpperBound" : 155.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T16:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T16:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
}, {
"id" : "879763789071004098",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 130.0,
"expectedValue" : 140.0,
"warningLowerBound" : 135.0,
"warningUpperBound" : 145.0,
"errorLowerBound" : 125.0,
"errorUpperBound" : 155.0,
"fatalLowerBound" : 115.0,
"fatalUpperBound" : 165.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T17:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T17:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
} ]
}, {
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"dataGroup" : "sample_data_grouping",
"checkResultEntries" : [ {
"id" : "3854372",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 100.0,
"expectedValue" : 110.0,
"warningLowerBound" : 105.0,
"warningUpperBound" : 115.0,
"errorLowerBound" : 95.0,
"errorUpperBound" : 125.0,
"fatalLowerBound" : 85.0,
"fatalUpperBound" : 135.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T14:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T14:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
}, {
"id" : "-8597741925434587255",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 110.0,
"expectedValue" : 120.0,
"warningLowerBound" : 115.0,
"warningUpperBound" : 125.0,
"errorLowerBound" : 105.0,
"errorUpperBound" : 135.0,
"fatalLowerBound" : 95.0,
"fatalUpperBound" : 145.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T15:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T15:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
}, {
"id" : "8520797026624525526",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 120.0,
"expectedValue" : 130.0,
"warningLowerBound" : 125.0,
"warningUpperBound" : 135.0,
"errorLowerBound" : 115.0,
"errorUpperBound" : 145.0,
"fatalLowerBound" : 105.0,
"fatalUpperBound" : 155.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T16:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T16:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
}, {
"id" : "879763789071004098",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 130.0,
"expectedValue" : 140.0,
"warningLowerBound" : 135.0,
"warningUpperBound" : 145.0,
"errorLowerBound" : 125.0,
"errorUpperBound" : 155.0,
"fatalLowerBound" : 115.0,
"fatalUpperBound" : 165.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T17:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T17:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
} ]
} ]
Execution
from dqops import client
from dqops.client.api.check_results import get_column_partitioned_checks_results
from dqops.client.models import CheckResultsDetailedLoadMode, \
CheckTimeScale
dqops_client = client.Client(
'http://localhost:8888/',
raise_on_unexpected_status=True
)
call_result = get_column_partitioned_checks_results.sync(
'sample_connection',
'sample_schema',
'sample_table',
'sample_column',
CheckTimeScale.daily,
client=dqops_client
)
Expand to see the returned result
[
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
),
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
),
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
)
]
Execution
from dqops import client
from dqops.client.api.check_results import get_column_partitioned_checks_results
from dqops.client.models import CheckResultsDetailedLoadMode, \
CheckTimeScale
dqops_client = client.Client(
'http://localhost:8888/',
raise_on_unexpected_status=True
)
call_result = await get_column_partitioned_checks_results.asyncio(
'sample_connection',
'sample_schema',
'sample_table',
'sample_column',
CheckTimeScale.daily,
client=dqops_client
)
Expand to see the returned result
[
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
),
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
),
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
)
]
Execution
from dqops import client
from dqops.client.api.check_results import get_column_partitioned_checks_results
from dqops.client.models import CheckResultsDetailedLoadMode, \
CheckTimeScale
token = 's4mp13_4u7h_70k3n'
dqops_client = client.AuthenticatedClient(
'http://localhost:8888/',
token=token,
raise_on_unexpected_status=True
)
call_result = get_column_partitioned_checks_results.sync(
'sample_connection',
'sample_schema',
'sample_table',
'sample_column',
CheckTimeScale.daily,
client=dqops_client
)
Expand to see the returned result
[
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
),
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
),
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
)
]
Execution
from dqops import client
from dqops.client.api.check_results import get_column_partitioned_checks_results
from dqops.client.models import CheckResultsDetailedLoadMode, \
CheckTimeScale
token = 's4mp13_4u7h_70k3n'
dqops_client = client.AuthenticatedClient(
'http://localhost:8888/',
token=token,
raise_on_unexpected_status=True
)
call_result = await get_column_partitioned_checks_results.asyncio(
'sample_connection',
'sample_schema',
'sample_table',
'sample_column',
CheckTimeScale.daily,
client=dqops_client
)
Expand to see the returned result
[
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
),
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
),
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
)
]
get_column_profiling_checks_results
Returns an overview of the most recent check executions for all column level data quality profiling checks on a column
Follow the link to see the source code on GitHub.
GET
http://localhost:8888/api/connections/{connectionName}/schemas/{schemaName}/tables/{tableName}/columns/{columnName}/profiling/results
Return value
| Property name | Description | Data type |
|---|---|---|
check_results_list_model |
List[CheckResultsListModel] |
Parameters of this method are described below
| Property name | Description | Data type | Required |
|---|---|---|---|
connection_name |
Connection name | string | |
schema_name |
Schema name | string | |
table_name |
Table name | string | |
column_name |
Column name | string | |
data_group |
Data group | string | |
month_start |
Month start boundary | string | |
month_end |
Month end boundary | string | |
check_name |
Check name | string | |
category |
Check category name | string | |
table_comparison |
Table comparison name | string | |
load_mode |
Results load mode | CheckResultsDetailedLoadMode | |
max_results_per_check |
Maximum number of results per check, the default is 100 | long |
Usage examples
Execution
curl http://localhost:8888/api/connections/sample_connection/schemas/sample_schema/tables/sample_table/columns/sample_column/profiling/results^
-H "Accept: application/json"
Expand to see the returned result
[ {
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"dataGroup" : "sample_data_grouping",
"checkResultEntries" : [ {
"id" : "3854372",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 100.0,
"expectedValue" : 110.0,
"warningLowerBound" : 105.0,
"warningUpperBound" : 115.0,
"errorLowerBound" : 95.0,
"errorUpperBound" : 125.0,
"fatalLowerBound" : 85.0,
"fatalUpperBound" : 135.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T14:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T14:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
}, {
"id" : "-8597741925434587255",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 110.0,
"expectedValue" : 120.0,
"warningLowerBound" : 115.0,
"warningUpperBound" : 125.0,
"errorLowerBound" : 105.0,
"errorUpperBound" : 135.0,
"fatalLowerBound" : 95.0,
"fatalUpperBound" : 145.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T15:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T15:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
}, {
"id" : "8520797026624525526",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 120.0,
"expectedValue" : 130.0,
"warningLowerBound" : 125.0,
"warningUpperBound" : 135.0,
"errorLowerBound" : 115.0,
"errorUpperBound" : 145.0,
"fatalLowerBound" : 105.0,
"fatalUpperBound" : 155.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T16:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T16:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
}, {
"id" : "879763789071004098",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 130.0,
"expectedValue" : 140.0,
"warningLowerBound" : 135.0,
"warningUpperBound" : 145.0,
"errorLowerBound" : 125.0,
"errorUpperBound" : 155.0,
"fatalLowerBound" : 115.0,
"fatalUpperBound" : 165.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T17:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T17:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
} ]
}, {
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"dataGroup" : "sample_data_grouping",
"checkResultEntries" : [ {
"id" : "3854372",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 100.0,
"expectedValue" : 110.0,
"warningLowerBound" : 105.0,
"warningUpperBound" : 115.0,
"errorLowerBound" : 95.0,
"errorUpperBound" : 125.0,
"fatalLowerBound" : 85.0,
"fatalUpperBound" : 135.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T14:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T14:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
}, {
"id" : "-8597741925434587255",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 110.0,
"expectedValue" : 120.0,
"warningLowerBound" : 115.0,
"warningUpperBound" : 125.0,
"errorLowerBound" : 105.0,
"errorUpperBound" : 135.0,
"fatalLowerBound" : 95.0,
"fatalUpperBound" : 145.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T15:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T15:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
}, {
"id" : "8520797026624525526",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 120.0,
"expectedValue" : 130.0,
"warningLowerBound" : 125.0,
"warningUpperBound" : 135.0,
"errorLowerBound" : 115.0,
"errorUpperBound" : 145.0,
"fatalLowerBound" : 105.0,
"fatalUpperBound" : 155.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T16:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T16:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
}, {
"id" : "879763789071004098",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 130.0,
"expectedValue" : 140.0,
"warningLowerBound" : 135.0,
"warningUpperBound" : 145.0,
"errorLowerBound" : 125.0,
"errorUpperBound" : 155.0,
"fatalLowerBound" : 115.0,
"fatalUpperBound" : 165.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T17:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T17:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
} ]
}, {
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"dataGroup" : "sample_data_grouping",
"checkResultEntries" : [ {
"id" : "3854372",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 100.0,
"expectedValue" : 110.0,
"warningLowerBound" : 105.0,
"warningUpperBound" : 115.0,
"errorLowerBound" : 95.0,
"errorUpperBound" : 125.0,
"fatalLowerBound" : 85.0,
"fatalUpperBound" : 135.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T14:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T14:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
}, {
"id" : "-8597741925434587255",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 110.0,
"expectedValue" : 120.0,
"warningLowerBound" : 115.0,
"warningUpperBound" : 125.0,
"errorLowerBound" : 105.0,
"errorUpperBound" : 135.0,
"fatalLowerBound" : 95.0,
"fatalUpperBound" : 145.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T15:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T15:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
}, {
"id" : "8520797026624525526",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 120.0,
"expectedValue" : 130.0,
"warningLowerBound" : 125.0,
"warningUpperBound" : 135.0,
"errorLowerBound" : 115.0,
"errorUpperBound" : 145.0,
"fatalLowerBound" : 105.0,
"fatalUpperBound" : 155.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T16:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T16:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
}, {
"id" : "879763789071004098",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 130.0,
"expectedValue" : 140.0,
"warningLowerBound" : 135.0,
"warningUpperBound" : 145.0,
"errorLowerBound" : 125.0,
"errorUpperBound" : 155.0,
"fatalLowerBound" : 115.0,
"fatalUpperBound" : 165.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T17:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T17:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
} ]
} ]
Execution
from dqops import client
from dqops.client.api.check_results import get_column_profiling_checks_results
from dqops.client.models import CheckResultsDetailedLoadMode
dqops_client = client.Client(
'http://localhost:8888/',
raise_on_unexpected_status=True
)
call_result = get_column_profiling_checks_results.sync(
'sample_connection',
'sample_schema',
'sample_table',
'sample_column',
client=dqops_client
)
Expand to see the returned result
[
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
),
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
),
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
)
]
Execution
from dqops import client
from dqops.client.api.check_results import get_column_profiling_checks_results
from dqops.client.models import CheckResultsDetailedLoadMode
dqops_client = client.Client(
'http://localhost:8888/',
raise_on_unexpected_status=True
)
call_result = await get_column_profiling_checks_results.asyncio(
'sample_connection',
'sample_schema',
'sample_table',
'sample_column',
client=dqops_client
)
Expand to see the returned result
[
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
),
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
),
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
)
]
Execution
from dqops import client
from dqops.client.api.check_results import get_column_profiling_checks_results
from dqops.client.models import CheckResultsDetailedLoadMode
token = 's4mp13_4u7h_70k3n'
dqops_client = client.AuthenticatedClient(
'http://localhost:8888/',
token=token,
raise_on_unexpected_status=True
)
call_result = get_column_profiling_checks_results.sync(
'sample_connection',
'sample_schema',
'sample_table',
'sample_column',
client=dqops_client
)
Expand to see the returned result
[
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
),
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
),
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
)
]
Execution
from dqops import client
from dqops.client.api.check_results import get_column_profiling_checks_results
from dqops.client.models import CheckResultsDetailedLoadMode
token = 's4mp13_4u7h_70k3n'
dqops_client = client.AuthenticatedClient(
'http://localhost:8888/',
token=token,
raise_on_unexpected_status=True
)
call_result = await get_column_profiling_checks_results.asyncio(
'sample_connection',
'sample_schema',
'sample_table',
'sample_column',
client=dqops_client
)
Expand to see the returned result
[
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
),
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
),
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
)
]
get_table_data_quality_status
Read the most recent results of executed data quality checks on the table and return the current table's data quality status - the number of failed data quality checks if the table has active data quality issues. Also returns the names of data quality checks that did not pass most recently. This operation verifies only the status of the most recently executed data quality checks. Previous data quality issues are not counted.
Follow the link to see the source code on GitHub.
GET
http://localhost:8888/api/connections/{connectionName}/schemas/{schemaName}/tables/{tableName}/status
Return value
| Property name | Description | Data type |
|---|---|---|
table_current_data_quality_status_model |
TableCurrentDataQualityStatusModel |
Parameters of this method are described below
| Property name | Description | Data type | Required |
|---|---|---|---|
connection_name |
Connection name | string | |
schema_name |
Schema name | string | |
table_name |
Table name | string | |
months |
Optional filter - the number of months to review the data quality check results. For partitioned checks, it is the number of months to analyze. The default value is 1 (which is the current month and 1 previous month). | long | |
since |
Optional filter that accepts an UTC timestamp to read only data quality check results captured since that timestamp. | string | |
profiling |
Optional check type filter to detect the current status of the profiling checks results. The default value is false, excluding profiling checks from the current table status detection. If enabled, only the status of the most recent check result is retrieved. | boolean | |
monitoring |
Optional check type filter to detect the current status of the monitoring checks results. The default value is true, including monitoring checks in the current table status detection. If enabled, only the status of the most recent check result is retrieved. | boolean | |
partitioned |
Optional check type filter to detect the current status of the partitioned checks results. The default value is true, including partitioned checks in the current table status detection. Detection of the status of partitioned checks is different. When enabled, DQOps checks the highest severity status of all partitions since the since date or within the last months. | boolean | |
check_time_scale |
Optional time scale filter for monitoring and partitioned checks (values: daily or monthly). | CheckTimeScale | |
data_group |
Optional data group | string | |
check_name |
Optional check name | string | |
category |
Optional check category name | string | |
table_comparison |
Optional table comparison name | string | |
quality_dimension |
Optional data quality dimension | string |
Usage examples
Execution
curl http://localhost:8888/api/connections/sample_connection/schemas/sample_schema/tables/sample_table/status^
-H "Accept: application/json"
Expand to see the returned result
{
"data_domain" : "",
"connection_name" : "sample_connection",
"schema_name" : "sample_schema",
"table_name" : "sample_table",
"total_row_count" : 122000,
"data_freshness_delay_days" : 1.221,
"current_severity" : "warning",
"highest_historical_severity" : "error",
"last_check_executed_at" : "2007-10-14T16:42:42Z",
"executed_checks" : 8,
"valid_results" : 3,
"warnings" : 5,
"errors" : 0,
"fatals" : 0,
"execution_errors" : 0,
"data_quality_kpi" : 100.0,
"checks" : {
"table_sample_check_1" : {
"current_severity" : "warning",
"highest_historical_severity" : "error",
"last_executed_at" : "2007-10-14T14:13:42Z",
"check_type" : "profiling",
"category" : "sample_category",
"quality_dimension" : "sample_quality_dimension",
"executed_checks" : 0,
"valid_results" : 0,
"warnings" : 1,
"errors" : 1,
"fatals" : 0,
"execution_errors" : 0
},
"table_sample_check_2" : {
"current_severity" : "valid",
"highest_historical_severity" : "error",
"last_executed_at" : "2007-10-14T14:39:42Z",
"check_type" : "profiling",
"category" : "sample_category",
"quality_dimension" : "sample_quality_dimension",
"executed_checks" : 0,
"valid_results" : 0,
"warnings" : 1,
"errors" : 1,
"fatals" : 0,
"execution_errors" : 0
}
},
"columns" : {
"sample_column_1" : {
"current_severity" : "warning",
"highest_historical_severity" : "error",
"last_check_executed_at" : "2007-10-14T16:42:42Z",
"executed_checks" : 3,
"valid_results" : 1,
"warnings" : 2,
"errors" : 0,
"fatals" : 0,
"execution_errors" : 0,
"checks" : {
"sample_check_1" : {
"current_severity" : "warning",
"highest_historical_severity" : "error",
"last_executed_at" : "2007-10-14T14:13:42Z",
"check_type" : "profiling",
"category" : "sample_category",
"quality_dimension" : "sample_quality_dimension",
"executed_checks" : 0,
"valid_results" : 0,
"warnings" : 1,
"errors" : 1,
"fatals" : 0,
"execution_errors" : 0
},
"sample_check_2" : {
"current_severity" : "valid",
"highest_historical_severity" : "error",
"last_executed_at" : "2007-10-14T14:45:42Z",
"check_type" : "profiling",
"category" : "sample_category",
"quality_dimension" : "sample_quality_dimension",
"executed_checks" : 0,
"valid_results" : 0,
"warnings" : 1,
"errors" : 1,
"fatals" : 0,
"execution_errors" : 0
},
"sample_check_3" : {
"current_severity" : "warning",
"highest_historical_severity" : "error",
"last_executed_at" : "2007-10-14T16:42:42Z",
"check_type" : "profiling",
"category" : "sample_category",
"quality_dimension" : "sample_quality_dimension",
"executed_checks" : 0,
"valid_results" : 0,
"warnings" : 1,
"errors" : 1,
"fatals" : 0,
"execution_errors" : 0
}
},
"dimensions" : { }
},
"sample_column_2" : {
"current_severity" : "warning",
"highest_historical_severity" : "error",
"last_check_executed_at" : "2007-10-14T16:42:42Z",
"executed_checks" : 3,
"valid_results" : 1,
"warnings" : 2,
"errors" : 0,
"fatals" : 0,
"execution_errors" : 0,
"checks" : {
"sample_check_1" : {
"current_severity" : "warning",
"highest_historical_severity" : "error",
"last_executed_at" : "2007-10-14T14:13:42Z",
"check_type" : "profiling",
"category" : "sample_category",
"quality_dimension" : "sample_quality_dimension",
"executed_checks" : 0,
"valid_results" : 0,
"warnings" : 1,
"errors" : 1,
"fatals" : 0,
"execution_errors" : 0
},
"sample_check_2" : {
"current_severity" : "valid",
"highest_historical_severity" : "error",
"last_executed_at" : "2007-10-14T14:45:42Z",
"check_type" : "profiling",
"category" : "sample_category",
"quality_dimension" : "sample_quality_dimension",
"executed_checks" : 0,
"valid_results" : 0,
"warnings" : 1,
"errors" : 1,
"fatals" : 0,
"execution_errors" : 0
},
"sample_check_3" : {
"current_severity" : "warning",
"highest_historical_severity" : "error",
"last_executed_at" : "2007-10-14T16:42:42Z",
"check_type" : "profiling",
"category" : "sample_category",
"quality_dimension" : "sample_quality_dimension",
"executed_checks" : 0,
"valid_results" : 0,
"warnings" : 1,
"errors" : 1,
"fatals" : 0,
"execution_errors" : 0
}
},
"dimensions" : { }
}
},
"dimensions" : { },
"table_exist" : true
}
Execution
from dqops import client
from dqops.client.api.check_results import get_table_data_quality_status
from dqops.client.models import CheckTimeScale
dqops_client = client.Client(
'http://localhost:8888/',
raise_on_unexpected_status=True
)
call_result = get_table_data_quality_status.sync(
'sample_connection',
'sample_schema',
'sample_table',
client=dqops_client
)
Expand to see the returned result
TableCurrentDataQualityStatusModel(
data_domain='',
connection_name='sample_connection',
schema_name='sample_schema',
table_name='sample_table',
total_row_count=122000,
data_freshness_delay_days=1.221,
current_severity=RuleSeverityLevel.WARNING,
highest_historical_severity=RuleSeverityLevel.ERROR,
last_check_executed_at='2007-10-14T16:42:42Z',
executed_checks=8,
valid_results=3,
warnings=5,
errors=0,
fatals=0,
execution_errors=0,
data_quality_kpi=100.0,
checks={
'table_sample_check_1': CheckCurrentDataQualityStatusModel(
current_severity=CheckResultStatus.WARNING,
highest_historical_severity=RuleSeverityLevel.ERROR,
last_executed_at='2007-10-14T14:13:42Z',
check_type=CheckType.PROFILING,
category='sample_category',
quality_dimension='sample_quality_dimension',
executed_checks=0,
valid_results=0,
warnings=1,
errors=1,
fatals=0,
execution_errors=0
),
'table_sample_check_2': CheckCurrentDataQualityStatusModel(
current_severity=CheckResultStatus.VALID,
highest_historical_severity=RuleSeverityLevel.ERROR,
last_executed_at='2007-10-14T14:39:42Z',
check_type=CheckType.PROFILING,
category='sample_category',
quality_dimension='sample_quality_dimension',
executed_checks=0,
valid_results=0,
warnings=1,
errors=1,
fatals=0,
execution_errors=0
)
},
columns={
'sample_column_1': ColumnCurrentDataQualityStatusModel(
current_severity=RuleSeverityLevel.WARNING,
highest_historical_severity=RuleSeverityLevel.ERROR,
last_check_executed_at='2007-10-14T16:42:42Z',
executed_checks=3,
valid_results=1,
warnings=2,
errors=0,
fatals=0,
execution_errors=0,
checks={
'sample_check_1': CheckCurrentDataQualityStatusModel(
current_severity=CheckResultStatus.WARNING,
highest_historical_severity=RuleSeverityLevel.ERROR,
last_executed_at='2007-10-14T14:13:42Z',
check_type=CheckType.PROFILING,
category='sample_category',
quality_dimension='sample_quality_dimension',
executed_checks=0,
valid_results=0,
warnings=1,
errors=1,
fatals=0,
execution_errors=0
),
'sample_check_2': CheckCurrentDataQualityStatusModel(
current_severity=CheckResultStatus.VALID,
highest_historical_severity=RuleSeverityLevel.ERROR,
last_executed_at='2007-10-14T14:45:42Z',
check_type=CheckType.PROFILING,
category='sample_category',
quality_dimension='sample_quality_dimension',
executed_checks=0,
valid_results=0,
warnings=1,
errors=1,
fatals=0,
execution_errors=0
),
'sample_check_3': CheckCurrentDataQualityStatusModel(
current_severity=CheckResultStatus.WARNING,
highest_historical_severity=RuleSeverityLevel.ERROR,
last_executed_at='2007-10-14T16:42:42Z',
check_type=CheckType.PROFILING,
category='sample_category',
quality_dimension='sample_quality_dimension',
executed_checks=0,
valid_results=0,
warnings=1,
errors=1,
fatals=0,
execution_errors=0
)
},
dimensions={
}
),
'sample_column_2': ColumnCurrentDataQualityStatusModel(
current_severity=RuleSeverityLevel.WARNING,
highest_historical_severity=RuleSeverityLevel.ERROR,
last_check_executed_at='2007-10-14T16:42:42Z',
executed_checks=3,
valid_results=1,
warnings=2,
errors=0,
fatals=0,
execution_errors=0,
checks={
'sample_check_1': CheckCurrentDataQualityStatusModel(
current_severity=CheckResultStatus.WARNING,
highest_historical_severity=RuleSeverityLevel.ERROR,
last_executed_at='2007-10-14T14:13:42Z',
check_type=CheckType.PROFILING,
category='sample_category',
quality_dimension='sample_quality_dimension',
executed_checks=0,
valid_results=0,
warnings=1,
errors=1,
fatals=0,
execution_errors=0
),
'sample_check_2': CheckCurrentDataQualityStatusModel(
current_severity=CheckResultStatus.VALID,
highest_historical_severity=RuleSeverityLevel.ERROR,
last_executed_at='2007-10-14T14:45:42Z',
check_type=CheckType.PROFILING,
category='sample_category',
quality_dimension='sample_quality_dimension',
executed_checks=0,
valid_results=0,
warnings=1,
errors=1,
fatals=0,
execution_errors=0
),
'sample_check_3': CheckCurrentDataQualityStatusModel(
current_severity=CheckResultStatus.WARNING,
highest_historical_severity=RuleSeverityLevel.ERROR,
last_executed_at='2007-10-14T16:42:42Z',
check_type=CheckType.PROFILING,
category='sample_category',
quality_dimension='sample_quality_dimension',
executed_checks=0,
valid_results=0,
warnings=1,
errors=1,
fatals=0,
execution_errors=0
)
},
dimensions={
}
)
},
dimensions={
},
table_exist=True
)
Execution
from dqops import client
from dqops.client.api.check_results import get_table_data_quality_status
from dqops.client.models import CheckTimeScale
dqops_client = client.Client(
'http://localhost:8888/',
raise_on_unexpected_status=True
)
call_result = await get_table_data_quality_status.asyncio(
'sample_connection',
'sample_schema',
'sample_table',
client=dqops_client
)
Expand to see the returned result
TableCurrentDataQualityStatusModel(
data_domain='',
connection_name='sample_connection',
schema_name='sample_schema',
table_name='sample_table',
total_row_count=122000,
data_freshness_delay_days=1.221,
current_severity=RuleSeverityLevel.WARNING,
highest_historical_severity=RuleSeverityLevel.ERROR,
last_check_executed_at='2007-10-14T16:42:42Z',
executed_checks=8,
valid_results=3,
warnings=5,
errors=0,
fatals=0,
execution_errors=0,
data_quality_kpi=100.0,
checks={
'table_sample_check_1': CheckCurrentDataQualityStatusModel(
current_severity=CheckResultStatus.WARNING,
highest_historical_severity=RuleSeverityLevel.ERROR,
last_executed_at='2007-10-14T14:13:42Z',
check_type=CheckType.PROFILING,
category='sample_category',
quality_dimension='sample_quality_dimension',
executed_checks=0,
valid_results=0,
warnings=1,
errors=1,
fatals=0,
execution_errors=0
),
'table_sample_check_2': CheckCurrentDataQualityStatusModel(
current_severity=CheckResultStatus.VALID,
highest_historical_severity=RuleSeverityLevel.ERROR,
last_executed_at='2007-10-14T14:39:42Z',
check_type=CheckType.PROFILING,
category='sample_category',
quality_dimension='sample_quality_dimension',
executed_checks=0,
valid_results=0,
warnings=1,
errors=1,
fatals=0,
execution_errors=0
)
},
columns={
'sample_column_1': ColumnCurrentDataQualityStatusModel(
current_severity=RuleSeverityLevel.WARNING,
highest_historical_severity=RuleSeverityLevel.ERROR,
last_check_executed_at='2007-10-14T16:42:42Z',
executed_checks=3,
valid_results=1,
warnings=2,
errors=0,
fatals=0,
execution_errors=0,
checks={
'sample_check_1': CheckCurrentDataQualityStatusModel(
current_severity=CheckResultStatus.WARNING,
highest_historical_severity=RuleSeverityLevel.ERROR,
last_executed_at='2007-10-14T14:13:42Z',
check_type=CheckType.PROFILING,
category='sample_category',
quality_dimension='sample_quality_dimension',
executed_checks=0,
valid_results=0,
warnings=1,
errors=1,
fatals=0,
execution_errors=0
),
'sample_check_2': CheckCurrentDataQualityStatusModel(
current_severity=CheckResultStatus.VALID,
highest_historical_severity=RuleSeverityLevel.ERROR,
last_executed_at='2007-10-14T14:45:42Z',
check_type=CheckType.PROFILING,
category='sample_category',
quality_dimension='sample_quality_dimension',
executed_checks=0,
valid_results=0,
warnings=1,
errors=1,
fatals=0,
execution_errors=0
),
'sample_check_3': CheckCurrentDataQualityStatusModel(
current_severity=CheckResultStatus.WARNING,
highest_historical_severity=RuleSeverityLevel.ERROR,
last_executed_at='2007-10-14T16:42:42Z',
check_type=CheckType.PROFILING,
category='sample_category',
quality_dimension='sample_quality_dimension',
executed_checks=0,
valid_results=0,
warnings=1,
errors=1,
fatals=0,
execution_errors=0
)
},
dimensions={
}
),
'sample_column_2': ColumnCurrentDataQualityStatusModel(
current_severity=RuleSeverityLevel.WARNING,
highest_historical_severity=RuleSeverityLevel.ERROR,
last_check_executed_at='2007-10-14T16:42:42Z',
executed_checks=3,
valid_results=1,
warnings=2,
errors=0,
fatals=0,
execution_errors=0,
checks={
'sample_check_1': CheckCurrentDataQualityStatusModel(
current_severity=CheckResultStatus.WARNING,
highest_historical_severity=RuleSeverityLevel.ERROR,
last_executed_at='2007-10-14T14:13:42Z',
check_type=CheckType.PROFILING,
category='sample_category',
quality_dimension='sample_quality_dimension',
executed_checks=0,
valid_results=0,
warnings=1,
errors=1,
fatals=0,
execution_errors=0
),
'sample_check_2': CheckCurrentDataQualityStatusModel(
current_severity=CheckResultStatus.VALID,
highest_historical_severity=RuleSeverityLevel.ERROR,
last_executed_at='2007-10-14T14:45:42Z',
check_type=CheckType.PROFILING,
category='sample_category',
quality_dimension='sample_quality_dimension',
executed_checks=0,
valid_results=0,
warnings=1,
errors=1,
fatals=0,
execution_errors=0
),
'sample_check_3': CheckCurrentDataQualityStatusModel(
current_severity=CheckResultStatus.WARNING,
highest_historical_severity=RuleSeverityLevel.ERROR,
last_executed_at='2007-10-14T16:42:42Z',
check_type=CheckType.PROFILING,
category='sample_category',
quality_dimension='sample_quality_dimension',
executed_checks=0,
valid_results=0,
warnings=1,
errors=1,
fatals=0,
execution_errors=0
)
},
dimensions={
}
)
},
dimensions={
},
table_exist=True
)
Execution
from dqops import client
from dqops.client.api.check_results import get_table_data_quality_status
from dqops.client.models import CheckTimeScale
token = 's4mp13_4u7h_70k3n'
dqops_client = client.AuthenticatedClient(
'http://localhost:8888/',
token=token,
raise_on_unexpected_status=True
)
call_result = get_table_data_quality_status.sync(
'sample_connection',
'sample_schema',
'sample_table',
client=dqops_client
)
Expand to see the returned result
TableCurrentDataQualityStatusModel(
data_domain='',
connection_name='sample_connection',
schema_name='sample_schema',
table_name='sample_table',
total_row_count=122000,
data_freshness_delay_days=1.221,
current_severity=RuleSeverityLevel.WARNING,
highest_historical_severity=RuleSeverityLevel.ERROR,
last_check_executed_at='2007-10-14T16:42:42Z',
executed_checks=8,
valid_results=3,
warnings=5,
errors=0,
fatals=0,
execution_errors=0,
data_quality_kpi=100.0,
checks={
'table_sample_check_1': CheckCurrentDataQualityStatusModel(
current_severity=CheckResultStatus.WARNING,
highest_historical_severity=RuleSeverityLevel.ERROR,
last_executed_at='2007-10-14T14:13:42Z',
check_type=CheckType.PROFILING,
category='sample_category',
quality_dimension='sample_quality_dimension',
executed_checks=0,
valid_results=0,
warnings=1,
errors=1,
fatals=0,
execution_errors=0
),
'table_sample_check_2': CheckCurrentDataQualityStatusModel(
current_severity=CheckResultStatus.VALID,
highest_historical_severity=RuleSeverityLevel.ERROR,
last_executed_at='2007-10-14T14:39:42Z',
check_type=CheckType.PROFILING,
category='sample_category',
quality_dimension='sample_quality_dimension',
executed_checks=0,
valid_results=0,
warnings=1,
errors=1,
fatals=0,
execution_errors=0
)
},
columns={
'sample_column_1': ColumnCurrentDataQualityStatusModel(
current_severity=RuleSeverityLevel.WARNING,
highest_historical_severity=RuleSeverityLevel.ERROR,
last_check_executed_at='2007-10-14T16:42:42Z',
executed_checks=3,
valid_results=1,
warnings=2,
errors=0,
fatals=0,
execution_errors=0,
checks={
'sample_check_1': CheckCurrentDataQualityStatusModel(
current_severity=CheckResultStatus.WARNING,
highest_historical_severity=RuleSeverityLevel.ERROR,
last_executed_at='2007-10-14T14:13:42Z',
check_type=CheckType.PROFILING,
category='sample_category',
quality_dimension='sample_quality_dimension',
executed_checks=0,
valid_results=0,
warnings=1,
errors=1,
fatals=0,
execution_errors=0
),
'sample_check_2': CheckCurrentDataQualityStatusModel(
current_severity=CheckResultStatus.VALID,
highest_historical_severity=RuleSeverityLevel.ERROR,
last_executed_at='2007-10-14T14:45:42Z',
check_type=CheckType.PROFILING,
category='sample_category',
quality_dimension='sample_quality_dimension',
executed_checks=0,
valid_results=0,
warnings=1,
errors=1,
fatals=0,
execution_errors=0
),
'sample_check_3': CheckCurrentDataQualityStatusModel(
current_severity=CheckResultStatus.WARNING,
highest_historical_severity=RuleSeverityLevel.ERROR,
last_executed_at='2007-10-14T16:42:42Z',
check_type=CheckType.PROFILING,
category='sample_category',
quality_dimension='sample_quality_dimension',
executed_checks=0,
valid_results=0,
warnings=1,
errors=1,
fatals=0,
execution_errors=0
)
},
dimensions={
}
),
'sample_column_2': ColumnCurrentDataQualityStatusModel(
current_severity=RuleSeverityLevel.WARNING,
highest_historical_severity=RuleSeverityLevel.ERROR,
last_check_executed_at='2007-10-14T16:42:42Z',
executed_checks=3,
valid_results=1,
warnings=2,
errors=0,
fatals=0,
execution_errors=0,
checks={
'sample_check_1': CheckCurrentDataQualityStatusModel(
current_severity=CheckResultStatus.WARNING,
highest_historical_severity=RuleSeverityLevel.ERROR,
last_executed_at='2007-10-14T14:13:42Z',
check_type=CheckType.PROFILING,
category='sample_category',
quality_dimension='sample_quality_dimension',
executed_checks=0,
valid_results=0,
warnings=1,
errors=1,
fatals=0,
execution_errors=0
),
'sample_check_2': CheckCurrentDataQualityStatusModel(
current_severity=CheckResultStatus.VALID,
highest_historical_severity=RuleSeverityLevel.ERROR,
last_executed_at='2007-10-14T14:45:42Z',
check_type=CheckType.PROFILING,
category='sample_category',
quality_dimension='sample_quality_dimension',
executed_checks=0,
valid_results=0,
warnings=1,
errors=1,
fatals=0,
execution_errors=0
),
'sample_check_3': CheckCurrentDataQualityStatusModel(
current_severity=CheckResultStatus.WARNING,
highest_historical_severity=RuleSeverityLevel.ERROR,
last_executed_at='2007-10-14T16:42:42Z',
check_type=CheckType.PROFILING,
category='sample_category',
quality_dimension='sample_quality_dimension',
executed_checks=0,
valid_results=0,
warnings=1,
errors=1,
fatals=0,
execution_errors=0
)
},
dimensions={
}
)
},
dimensions={
},
table_exist=True
)
Execution
from dqops import client
from dqops.client.api.check_results import get_table_data_quality_status
from dqops.client.models import CheckTimeScale
token = 's4mp13_4u7h_70k3n'
dqops_client = client.AuthenticatedClient(
'http://localhost:8888/',
token=token,
raise_on_unexpected_status=True
)
call_result = await get_table_data_quality_status.asyncio(
'sample_connection',
'sample_schema',
'sample_table',
client=dqops_client
)
Expand to see the returned result
TableCurrentDataQualityStatusModel(
data_domain='',
connection_name='sample_connection',
schema_name='sample_schema',
table_name='sample_table',
total_row_count=122000,
data_freshness_delay_days=1.221,
current_severity=RuleSeverityLevel.WARNING,
highest_historical_severity=RuleSeverityLevel.ERROR,
last_check_executed_at='2007-10-14T16:42:42Z',
executed_checks=8,
valid_results=3,
warnings=5,
errors=0,
fatals=0,
execution_errors=0,
data_quality_kpi=100.0,
checks={
'table_sample_check_1': CheckCurrentDataQualityStatusModel(
current_severity=CheckResultStatus.WARNING,
highest_historical_severity=RuleSeverityLevel.ERROR,
last_executed_at='2007-10-14T14:13:42Z',
check_type=CheckType.PROFILING,
category='sample_category',
quality_dimension='sample_quality_dimension',
executed_checks=0,
valid_results=0,
warnings=1,
errors=1,
fatals=0,
execution_errors=0
),
'table_sample_check_2': CheckCurrentDataQualityStatusModel(
current_severity=CheckResultStatus.VALID,
highest_historical_severity=RuleSeverityLevel.ERROR,
last_executed_at='2007-10-14T14:39:42Z',
check_type=CheckType.PROFILING,
category='sample_category',
quality_dimension='sample_quality_dimension',
executed_checks=0,
valid_results=0,
warnings=1,
errors=1,
fatals=0,
execution_errors=0
)
},
columns={
'sample_column_1': ColumnCurrentDataQualityStatusModel(
current_severity=RuleSeverityLevel.WARNING,
highest_historical_severity=RuleSeverityLevel.ERROR,
last_check_executed_at='2007-10-14T16:42:42Z',
executed_checks=3,
valid_results=1,
warnings=2,
errors=0,
fatals=0,
execution_errors=0,
checks={
'sample_check_1': CheckCurrentDataQualityStatusModel(
current_severity=CheckResultStatus.WARNING,
highest_historical_severity=RuleSeverityLevel.ERROR,
last_executed_at='2007-10-14T14:13:42Z',
check_type=CheckType.PROFILING,
category='sample_category',
quality_dimension='sample_quality_dimension',
executed_checks=0,
valid_results=0,
warnings=1,
errors=1,
fatals=0,
execution_errors=0
),
'sample_check_2': CheckCurrentDataQualityStatusModel(
current_severity=CheckResultStatus.VALID,
highest_historical_severity=RuleSeverityLevel.ERROR,
last_executed_at='2007-10-14T14:45:42Z',
check_type=CheckType.PROFILING,
category='sample_category',
quality_dimension='sample_quality_dimension',
executed_checks=0,
valid_results=0,
warnings=1,
errors=1,
fatals=0,
execution_errors=0
),
'sample_check_3': CheckCurrentDataQualityStatusModel(
current_severity=CheckResultStatus.WARNING,
highest_historical_severity=RuleSeverityLevel.ERROR,
last_executed_at='2007-10-14T16:42:42Z',
check_type=CheckType.PROFILING,
category='sample_category',
quality_dimension='sample_quality_dimension',
executed_checks=0,
valid_results=0,
warnings=1,
errors=1,
fatals=0,
execution_errors=0
)
},
dimensions={
}
),
'sample_column_2': ColumnCurrentDataQualityStatusModel(
current_severity=RuleSeverityLevel.WARNING,
highest_historical_severity=RuleSeverityLevel.ERROR,
last_check_executed_at='2007-10-14T16:42:42Z',
executed_checks=3,
valid_results=1,
warnings=2,
errors=0,
fatals=0,
execution_errors=0,
checks={
'sample_check_1': CheckCurrentDataQualityStatusModel(
current_severity=CheckResultStatus.WARNING,
highest_historical_severity=RuleSeverityLevel.ERROR,
last_executed_at='2007-10-14T14:13:42Z',
check_type=CheckType.PROFILING,
category='sample_category',
quality_dimension='sample_quality_dimension',
executed_checks=0,
valid_results=0,
warnings=1,
errors=1,
fatals=0,
execution_errors=0
),
'sample_check_2': CheckCurrentDataQualityStatusModel(
current_severity=CheckResultStatus.VALID,
highest_historical_severity=RuleSeverityLevel.ERROR,
last_executed_at='2007-10-14T14:45:42Z',
check_type=CheckType.PROFILING,
category='sample_category',
quality_dimension='sample_quality_dimension',
executed_checks=0,
valid_results=0,
warnings=1,
errors=1,
fatals=0,
execution_errors=0
),
'sample_check_3': CheckCurrentDataQualityStatusModel(
current_severity=CheckResultStatus.WARNING,
highest_historical_severity=RuleSeverityLevel.ERROR,
last_executed_at='2007-10-14T16:42:42Z',
check_type=CheckType.PROFILING,
category='sample_category',
quality_dimension='sample_quality_dimension',
executed_checks=0,
valid_results=0,
warnings=1,
errors=1,
fatals=0,
execution_errors=0
)
},
dimensions={
}
)
},
dimensions={
},
table_exist=True
)
get_table_issues_histogram
Generates a histograms of data quality issues for each day on a table, returning the number of data quality issues on that day. The other histograms are by a column name and by a check name.
Follow the link to see the source code on GitHub.
GET
http://localhost:8888/api/connections/{connectionName}/schemas/{schemaName}/tables/{tableName}/histogram
Return value
| Property name | Description | Data type |
|---|---|---|
issue_histogram_model |
IssueHistogramModel |
Parameters of this method are described below
| Property name | Description | Data type | Required |
|---|---|---|---|
connection_name |
Connection name | string | |
schema_name |
Schema name | string | |
table_name |
Table name | string | |
executed_since |
Optional date filter to find issues returned since that date. When missing, loads issues executed during the current and previous months | string | |
filter |
Optional full text search filter that supports prefix, suffix and nest*ed filter expressions | string | |
days |
Optional filter for a number of recent days to read the related issues | long | |
date |
Optional date filter to select one day | string | |
column |
Optional column name filter | string | |
check |
Optional check name filter | string | |
check_type |
Optional check type filter, when not provided, returns a combined histogram of monitoring and partition checks | CheckType |
Usage examples
Execution
Execution
from dqops import client
from dqops.client.api.check_results import get_table_issues_histogram
from dqops.client.models import CheckType
dqops_client = client.Client(
'http://localhost:8888/',
raise_on_unexpected_status=True
)
call_result = get_table_issues_histogram.sync(
'sample_connection',
'sample_schema',
'sample_table',
client=dqops_client
)
Execution
from dqops import client
from dqops.client.api.check_results import get_table_issues_histogram
from dqops.client.models import CheckType
dqops_client = client.Client(
'http://localhost:8888/',
raise_on_unexpected_status=True
)
call_result = await get_table_issues_histogram.asyncio(
'sample_connection',
'sample_schema',
'sample_table',
client=dqops_client
)
Execution
from dqops import client
from dqops.client.api.check_results import get_table_issues_histogram
from dqops.client.models import CheckType
token = 's4mp13_4u7h_70k3n'
dqops_client = client.AuthenticatedClient(
'http://localhost:8888/',
token=token,
raise_on_unexpected_status=True
)
call_result = get_table_issues_histogram.sync(
'sample_connection',
'sample_schema',
'sample_table',
client=dqops_client
)
Execution
from dqops import client
from dqops.client.api.check_results import get_table_issues_histogram
from dqops.client.models import CheckType
token = 's4mp13_4u7h_70k3n'
dqops_client = client.AuthenticatedClient(
'http://localhost:8888/',
token=token,
raise_on_unexpected_status=True
)
call_result = await get_table_issues_histogram.asyncio(
'sample_connection',
'sample_schema',
'sample_table',
client=dqops_client
)
get_table_monitoring_checks_results
Returns the complete results of the most recent table level monitoring executions for the monitoring at a requested time scale
Follow the link to see the source code on GitHub.
GET
http://localhost:8888/api/connections/{connectionName}/schemas/{schemaName}/tables/{tableName}/monitoring/{timeScale}/results
Return value
| Property name | Description | Data type |
|---|---|---|
check_results_list_model |
List[CheckResultsListModel] |
Parameters of this method are described below
| Property name | Description | Data type | Required |
|---|---|---|---|
connection_name |
Connection name | string | |
schema_name |
Schema name | string | |
table_name |
Table name | string | |
time_scale |
Time scale | CheckTimeScale | |
data_group |
Data group | string | |
month_start |
Month start boundary | string | |
month_end |
Month end boundary | string | |
check_name |
Check name | string | |
category |
Check category name | string | |
table_comparison |
Table comparison name | string | |
load_mode |
Results load mode | CheckResultsDetailedLoadMode | |
max_results_per_check |
Maximum number of results per check, the default is 100 | long |
Usage examples
Execution
curl http://localhost:8888/api/connections/sample_connection/schemas/sample_schema/tables/sample_table/monitoring/daily/results^
-H "Accept: application/json"
Expand to see the returned result
[ {
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"dataGroup" : "sample_data_grouping",
"checkResultEntries" : [ {
"id" : "3854372",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 100.0,
"expectedValue" : 110.0,
"warningLowerBound" : 105.0,
"warningUpperBound" : 115.0,
"errorLowerBound" : 95.0,
"errorUpperBound" : 125.0,
"fatalLowerBound" : 85.0,
"fatalUpperBound" : 135.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T14:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T14:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
}, {
"id" : "-8597741925434587255",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 110.0,
"expectedValue" : 120.0,
"warningLowerBound" : 115.0,
"warningUpperBound" : 125.0,
"errorLowerBound" : 105.0,
"errorUpperBound" : 135.0,
"fatalLowerBound" : 95.0,
"fatalUpperBound" : 145.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T15:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T15:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
}, {
"id" : "8520797026624525526",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 120.0,
"expectedValue" : 130.0,
"warningLowerBound" : 125.0,
"warningUpperBound" : 135.0,
"errorLowerBound" : 115.0,
"errorUpperBound" : 145.0,
"fatalLowerBound" : 105.0,
"fatalUpperBound" : 155.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T16:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T16:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
}, {
"id" : "879763789071004098",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 130.0,
"expectedValue" : 140.0,
"warningLowerBound" : 135.0,
"warningUpperBound" : 145.0,
"errorLowerBound" : 125.0,
"errorUpperBound" : 155.0,
"fatalLowerBound" : 115.0,
"fatalUpperBound" : 165.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T17:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T17:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
} ]
}, {
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"dataGroup" : "sample_data_grouping",
"checkResultEntries" : [ {
"id" : "3854372",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 100.0,
"expectedValue" : 110.0,
"warningLowerBound" : 105.0,
"warningUpperBound" : 115.0,
"errorLowerBound" : 95.0,
"errorUpperBound" : 125.0,
"fatalLowerBound" : 85.0,
"fatalUpperBound" : 135.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T14:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T14:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
}, {
"id" : "-8597741925434587255",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 110.0,
"expectedValue" : 120.0,
"warningLowerBound" : 115.0,
"warningUpperBound" : 125.0,
"errorLowerBound" : 105.0,
"errorUpperBound" : 135.0,
"fatalLowerBound" : 95.0,
"fatalUpperBound" : 145.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T15:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T15:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
}, {
"id" : "8520797026624525526",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 120.0,
"expectedValue" : 130.0,
"warningLowerBound" : 125.0,
"warningUpperBound" : 135.0,
"errorLowerBound" : 115.0,
"errorUpperBound" : 145.0,
"fatalLowerBound" : 105.0,
"fatalUpperBound" : 155.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T16:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T16:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
}, {
"id" : "879763789071004098",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 130.0,
"expectedValue" : 140.0,
"warningLowerBound" : 135.0,
"warningUpperBound" : 145.0,
"errorLowerBound" : 125.0,
"errorUpperBound" : 155.0,
"fatalLowerBound" : 115.0,
"fatalUpperBound" : 165.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T17:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T17:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
} ]
}, {
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"dataGroup" : "sample_data_grouping",
"checkResultEntries" : [ {
"id" : "3854372",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 100.0,
"expectedValue" : 110.0,
"warningLowerBound" : 105.0,
"warningUpperBound" : 115.0,
"errorLowerBound" : 95.0,
"errorUpperBound" : 125.0,
"fatalLowerBound" : 85.0,
"fatalUpperBound" : 135.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T14:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T14:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
}, {
"id" : "-8597741925434587255",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 110.0,
"expectedValue" : 120.0,
"warningLowerBound" : 115.0,
"warningUpperBound" : 125.0,
"errorLowerBound" : 105.0,
"errorUpperBound" : 135.0,
"fatalLowerBound" : 95.0,
"fatalUpperBound" : 145.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T15:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T15:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
}, {
"id" : "8520797026624525526",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 120.0,
"expectedValue" : 130.0,
"warningLowerBound" : 125.0,
"warningUpperBound" : 135.0,
"errorLowerBound" : 115.0,
"errorUpperBound" : 145.0,
"fatalLowerBound" : 105.0,
"fatalUpperBound" : 155.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T16:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T16:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
}, {
"id" : "879763789071004098",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 130.0,
"expectedValue" : 140.0,
"warningLowerBound" : 135.0,
"warningUpperBound" : 145.0,
"errorLowerBound" : 125.0,
"errorUpperBound" : 155.0,
"fatalLowerBound" : 115.0,
"fatalUpperBound" : 165.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T17:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T17:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
} ]
} ]
Execution
from dqops import client
from dqops.client.api.check_results import get_table_monitoring_checks_results
from dqops.client.models import CheckResultsDetailedLoadMode, \
CheckTimeScale
dqops_client = client.Client(
'http://localhost:8888/',
raise_on_unexpected_status=True
)
call_result = get_table_monitoring_checks_results.sync(
'sample_connection',
'sample_schema',
'sample_table',
CheckTimeScale.daily,
client=dqops_client
)
Expand to see the returned result
[
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
),
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
),
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
)
]
Execution
from dqops import client
from dqops.client.api.check_results import get_table_monitoring_checks_results
from dqops.client.models import CheckResultsDetailedLoadMode, \
CheckTimeScale
dqops_client = client.Client(
'http://localhost:8888/',
raise_on_unexpected_status=True
)
call_result = await get_table_monitoring_checks_results.asyncio(
'sample_connection',
'sample_schema',
'sample_table',
CheckTimeScale.daily,
client=dqops_client
)
Expand to see the returned result
[
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
),
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
),
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
)
]
Execution
from dqops import client
from dqops.client.api.check_results import get_table_monitoring_checks_results
from dqops.client.models import CheckResultsDetailedLoadMode, \
CheckTimeScale
token = 's4mp13_4u7h_70k3n'
dqops_client = client.AuthenticatedClient(
'http://localhost:8888/',
token=token,
raise_on_unexpected_status=True
)
call_result = get_table_monitoring_checks_results.sync(
'sample_connection',
'sample_schema',
'sample_table',
CheckTimeScale.daily,
client=dqops_client
)
Expand to see the returned result
[
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
),
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
),
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
)
]
Execution
from dqops import client
from dqops.client.api.check_results import get_table_monitoring_checks_results
from dqops.client.models import CheckResultsDetailedLoadMode, \
CheckTimeScale
token = 's4mp13_4u7h_70k3n'
dqops_client = client.AuthenticatedClient(
'http://localhost:8888/',
token=token,
raise_on_unexpected_status=True
)
call_result = await get_table_monitoring_checks_results.asyncio(
'sample_connection',
'sample_schema',
'sample_table',
CheckTimeScale.daily,
client=dqops_client
)
Expand to see the returned result
[
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
),
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
),
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
)
]
get_table_partitioned_checks_results
Returns a complete view of the recent table level partitioned checks executions for a requested time scale
Follow the link to see the source code on GitHub.
GET
http://localhost:8888/api/connections/{connectionName}/schemas/{schemaName}/tables/{tableName}/partitioned/{timeScale}/results
Return value
| Property name | Description | Data type |
|---|---|---|
check_results_list_model |
List[CheckResultsListModel] |
Parameters of this method are described below
| Property name | Description | Data type | Required |
|---|---|---|---|
connection_name |
Connection name | string | |
schema_name |
Schema name | string | |
table_name |
Table name | string | |
time_scale |
Time scale | CheckTimeScale | |
data_group |
Data group | string | |
month_start |
Month start boundary | string | |
month_end |
Month end boundary | string | |
check_name |
Check name | string | |
category |
Check category name | string | |
table_comparison |
Table comparison name | string | |
load_mode |
Results load mode | CheckResultsDetailedLoadMode | |
max_results_per_check |
Maximum number of results per check, the default is 100 | long |
Usage examples
Execution
curl http://localhost:8888/api/connections/sample_connection/schemas/sample_schema/tables/sample_table/partitioned/daily/results^
-H "Accept: application/json"
Expand to see the returned result
[ {
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"dataGroup" : "sample_data_grouping",
"checkResultEntries" : [ {
"id" : "3854372",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 100.0,
"expectedValue" : 110.0,
"warningLowerBound" : 105.0,
"warningUpperBound" : 115.0,
"errorLowerBound" : 95.0,
"errorUpperBound" : 125.0,
"fatalLowerBound" : 85.0,
"fatalUpperBound" : 135.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T14:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T14:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
}, {
"id" : "-8597741925434587255",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 110.0,
"expectedValue" : 120.0,
"warningLowerBound" : 115.0,
"warningUpperBound" : 125.0,
"errorLowerBound" : 105.0,
"errorUpperBound" : 135.0,
"fatalLowerBound" : 95.0,
"fatalUpperBound" : 145.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T15:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T15:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
}, {
"id" : "8520797026624525526",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 120.0,
"expectedValue" : 130.0,
"warningLowerBound" : 125.0,
"warningUpperBound" : 135.0,
"errorLowerBound" : 115.0,
"errorUpperBound" : 145.0,
"fatalLowerBound" : 105.0,
"fatalUpperBound" : 155.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T16:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T16:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
}, {
"id" : "879763789071004098",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 130.0,
"expectedValue" : 140.0,
"warningLowerBound" : 135.0,
"warningUpperBound" : 145.0,
"errorLowerBound" : 125.0,
"errorUpperBound" : 155.0,
"fatalLowerBound" : 115.0,
"fatalUpperBound" : 165.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T17:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T17:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
} ]
}, {
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"dataGroup" : "sample_data_grouping",
"checkResultEntries" : [ {
"id" : "3854372",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 100.0,
"expectedValue" : 110.0,
"warningLowerBound" : 105.0,
"warningUpperBound" : 115.0,
"errorLowerBound" : 95.0,
"errorUpperBound" : 125.0,
"fatalLowerBound" : 85.0,
"fatalUpperBound" : 135.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T14:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T14:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
}, {
"id" : "-8597741925434587255",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 110.0,
"expectedValue" : 120.0,
"warningLowerBound" : 115.0,
"warningUpperBound" : 125.0,
"errorLowerBound" : 105.0,
"errorUpperBound" : 135.0,
"fatalLowerBound" : 95.0,
"fatalUpperBound" : 145.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T15:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T15:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
}, {
"id" : "8520797026624525526",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 120.0,
"expectedValue" : 130.0,
"warningLowerBound" : 125.0,
"warningUpperBound" : 135.0,
"errorLowerBound" : 115.0,
"errorUpperBound" : 145.0,
"fatalLowerBound" : 105.0,
"fatalUpperBound" : 155.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T16:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T16:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
}, {
"id" : "879763789071004098",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 130.0,
"expectedValue" : 140.0,
"warningLowerBound" : 135.0,
"warningUpperBound" : 145.0,
"errorLowerBound" : 125.0,
"errorUpperBound" : 155.0,
"fatalLowerBound" : 115.0,
"fatalUpperBound" : 165.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T17:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T17:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
} ]
}, {
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"dataGroup" : "sample_data_grouping",
"checkResultEntries" : [ {
"id" : "3854372",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 100.0,
"expectedValue" : 110.0,
"warningLowerBound" : 105.0,
"warningUpperBound" : 115.0,
"errorLowerBound" : 95.0,
"errorUpperBound" : 125.0,
"fatalLowerBound" : 85.0,
"fatalUpperBound" : 135.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T14:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T14:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
}, {
"id" : "-8597741925434587255",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 110.0,
"expectedValue" : 120.0,
"warningLowerBound" : 115.0,
"warningUpperBound" : 125.0,
"errorLowerBound" : 105.0,
"errorUpperBound" : 135.0,
"fatalLowerBound" : 95.0,
"fatalUpperBound" : 145.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T15:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T15:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
}, {
"id" : "8520797026624525526",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 120.0,
"expectedValue" : 130.0,
"warningLowerBound" : 125.0,
"warningUpperBound" : 135.0,
"errorLowerBound" : 115.0,
"errorUpperBound" : 145.0,
"fatalLowerBound" : 105.0,
"fatalUpperBound" : 155.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T16:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T16:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
}, {
"id" : "879763789071004098",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 130.0,
"expectedValue" : 140.0,
"warningLowerBound" : 135.0,
"warningUpperBound" : 145.0,
"errorLowerBound" : 125.0,
"errorUpperBound" : 155.0,
"fatalLowerBound" : 115.0,
"fatalUpperBound" : 165.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T17:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T17:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
} ]
} ]
Execution
from dqops import client
from dqops.client.api.check_results import get_table_partitioned_checks_results
from dqops.client.models import CheckResultsDetailedLoadMode, \
CheckTimeScale
dqops_client = client.Client(
'http://localhost:8888/',
raise_on_unexpected_status=True
)
call_result = get_table_partitioned_checks_results.sync(
'sample_connection',
'sample_schema',
'sample_table',
CheckTimeScale.daily,
client=dqops_client
)
Expand to see the returned result
[
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
),
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
),
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
)
]
Execution
from dqops import client
from dqops.client.api.check_results import get_table_partitioned_checks_results
from dqops.client.models import CheckResultsDetailedLoadMode, \
CheckTimeScale
dqops_client = client.Client(
'http://localhost:8888/',
raise_on_unexpected_status=True
)
call_result = await get_table_partitioned_checks_results.asyncio(
'sample_connection',
'sample_schema',
'sample_table',
CheckTimeScale.daily,
client=dqops_client
)
Expand to see the returned result
[
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
),
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
),
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
)
]
Execution
from dqops import client
from dqops.client.api.check_results import get_table_partitioned_checks_results
from dqops.client.models import CheckResultsDetailedLoadMode, \
CheckTimeScale
token = 's4mp13_4u7h_70k3n'
dqops_client = client.AuthenticatedClient(
'http://localhost:8888/',
token=token,
raise_on_unexpected_status=True
)
call_result = get_table_partitioned_checks_results.sync(
'sample_connection',
'sample_schema',
'sample_table',
CheckTimeScale.daily,
client=dqops_client
)
Expand to see the returned result
[
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
),
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
),
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
)
]
Execution
from dqops import client
from dqops.client.api.check_results import get_table_partitioned_checks_results
from dqops.client.models import CheckResultsDetailedLoadMode, \
CheckTimeScale
token = 's4mp13_4u7h_70k3n'
dqops_client = client.AuthenticatedClient(
'http://localhost:8888/',
token=token,
raise_on_unexpected_status=True
)
call_result = await get_table_partitioned_checks_results.asyncio(
'sample_connection',
'sample_schema',
'sample_table',
CheckTimeScale.daily,
client=dqops_client
)
Expand to see the returned result
[
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
),
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
),
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
)
]
get_table_profiling_checks_results
Returns the complete results of the most recent check executions for all table level data quality profiling checks on a table
Follow the link to see the source code on GitHub.
GET
http://localhost:8888/api/connections/{connectionName}/schemas/{schemaName}/tables/{tableName}/profiling/results
Return value
| Property name | Description | Data type |
|---|---|---|
check_results_list_model |
List[CheckResultsListModel] |
Parameters of this method are described below
| Property name | Description | Data type | Required |
|---|---|---|---|
connection_name |
Connection name | string | |
schema_name |
Schema name | string | |
table_name |
Table name | string | |
data_group |
Data group | string | |
month_start |
Month start boundary | string | |
month_end |
Month end boundary | string | |
check_name |
Check name | string | |
category |
Check category name | string | |
table_comparison |
Table comparison name | string | |
load_mode |
Results load mode | CheckResultsDetailedLoadMode | |
max_results_per_check |
Maximum number of results per check, the default is 100 | long |
Usage examples
Execution
curl http://localhost:8888/api/connections/sample_connection/schemas/sample_schema/tables/sample_table/profiling/results^
-H "Accept: application/json"
Expand to see the returned result
[ {
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"dataGroup" : "sample_data_grouping",
"checkResultEntries" : [ {
"id" : "3854372",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 100.0,
"expectedValue" : 110.0,
"warningLowerBound" : 105.0,
"warningUpperBound" : 115.0,
"errorLowerBound" : 95.0,
"errorUpperBound" : 125.0,
"fatalLowerBound" : 85.0,
"fatalUpperBound" : 135.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T14:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T14:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
}, {
"id" : "-8597741925434587255",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 110.0,
"expectedValue" : 120.0,
"warningLowerBound" : 115.0,
"warningUpperBound" : 125.0,
"errorLowerBound" : 105.0,
"errorUpperBound" : 135.0,
"fatalLowerBound" : 95.0,
"fatalUpperBound" : 145.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T15:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T15:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
}, {
"id" : "8520797026624525526",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 120.0,
"expectedValue" : 130.0,
"warningLowerBound" : 125.0,
"warningUpperBound" : 135.0,
"errorLowerBound" : 115.0,
"errorUpperBound" : 145.0,
"fatalLowerBound" : 105.0,
"fatalUpperBound" : 155.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T16:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T16:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
}, {
"id" : "879763789071004098",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 130.0,
"expectedValue" : 140.0,
"warningLowerBound" : 135.0,
"warningUpperBound" : 145.0,
"errorLowerBound" : 125.0,
"errorUpperBound" : 155.0,
"fatalLowerBound" : 115.0,
"fatalUpperBound" : 165.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T17:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T17:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
} ]
}, {
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"dataGroup" : "sample_data_grouping",
"checkResultEntries" : [ {
"id" : "3854372",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 100.0,
"expectedValue" : 110.0,
"warningLowerBound" : 105.0,
"warningUpperBound" : 115.0,
"errorLowerBound" : 95.0,
"errorUpperBound" : 125.0,
"fatalLowerBound" : 85.0,
"fatalUpperBound" : 135.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T14:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T14:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
}, {
"id" : "-8597741925434587255",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 110.0,
"expectedValue" : 120.0,
"warningLowerBound" : 115.0,
"warningUpperBound" : 125.0,
"errorLowerBound" : 105.0,
"errorUpperBound" : 135.0,
"fatalLowerBound" : 95.0,
"fatalUpperBound" : 145.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T15:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T15:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
}, {
"id" : "8520797026624525526",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 120.0,
"expectedValue" : 130.0,
"warningLowerBound" : 125.0,
"warningUpperBound" : 135.0,
"errorLowerBound" : 115.0,
"errorUpperBound" : 145.0,
"fatalLowerBound" : 105.0,
"fatalUpperBound" : 155.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T16:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T16:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
}, {
"id" : "879763789071004098",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 130.0,
"expectedValue" : 140.0,
"warningLowerBound" : 135.0,
"warningUpperBound" : 145.0,
"errorLowerBound" : 125.0,
"errorUpperBound" : 155.0,
"fatalLowerBound" : 115.0,
"fatalUpperBound" : 165.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T17:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T17:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
} ]
}, {
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"dataGroup" : "sample_data_grouping",
"checkResultEntries" : [ {
"id" : "3854372",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 100.0,
"expectedValue" : 110.0,
"warningLowerBound" : 105.0,
"warningUpperBound" : 115.0,
"errorLowerBound" : 95.0,
"errorUpperBound" : 125.0,
"fatalLowerBound" : 85.0,
"fatalUpperBound" : 135.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T14:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T14:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
}, {
"id" : "-8597741925434587255",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 110.0,
"expectedValue" : 120.0,
"warningLowerBound" : 115.0,
"warningUpperBound" : 125.0,
"errorLowerBound" : 105.0,
"errorUpperBound" : 135.0,
"fatalLowerBound" : 95.0,
"fatalUpperBound" : 145.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T15:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T15:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
}, {
"id" : "8520797026624525526",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 120.0,
"expectedValue" : 130.0,
"warningLowerBound" : 125.0,
"warningUpperBound" : 135.0,
"errorLowerBound" : 115.0,
"errorUpperBound" : 145.0,
"fatalLowerBound" : 105.0,
"fatalUpperBound" : 155.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T16:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T16:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
}, {
"id" : "879763789071004098",
"checkHash" : 0,
"checkCategory" : "sample_category",
"checkName" : "sample_check",
"checkDisplayName" : "sample_target/sample_category/sample_check",
"checkType" : "profiling",
"actualValue" : 130.0,
"expectedValue" : 140.0,
"warningLowerBound" : 135.0,
"warningUpperBound" : 145.0,
"errorLowerBound" : 125.0,
"errorUpperBound" : 155.0,
"fatalLowerBound" : 115.0,
"fatalUpperBound" : 165.0,
"severity" : 2,
"columnName" : "sample_column",
"dataGroup" : "sample_data_grouping",
"durationMs" : 142,
"executedAt" : "2023-10-01T17:00:00Z",
"timeGradient" : "hour",
"timePeriod" : "2023-10-01T17:00:00",
"includeInKpi" : true,
"includeInSla" : true,
"provider" : "BigQuery",
"qualityDimension" : "sample_quality_dimension",
"sensorName" : "sample_target/sample_category/table/volume/row_count"
} ]
} ]
Execution
from dqops import client
from dqops.client.api.check_results import get_table_profiling_checks_results
from dqops.client.models import CheckResultsDetailedLoadMode
dqops_client = client.Client(
'http://localhost:8888/',
raise_on_unexpected_status=True
)
call_result = get_table_profiling_checks_results.sync(
'sample_connection',
'sample_schema',
'sample_table',
client=dqops_client
)
Expand to see the returned result
[
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
),
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
),
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
)
]
Execution
from dqops import client
from dqops.client.api.check_results import get_table_profiling_checks_results
from dqops.client.models import CheckResultsDetailedLoadMode
dqops_client = client.Client(
'http://localhost:8888/',
raise_on_unexpected_status=True
)
call_result = await get_table_profiling_checks_results.asyncio(
'sample_connection',
'sample_schema',
'sample_table',
client=dqops_client
)
Expand to see the returned result
[
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
),
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
),
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
)
]
Execution
from dqops import client
from dqops.client.api.check_results import get_table_profiling_checks_results
from dqops.client.models import CheckResultsDetailedLoadMode
token = 's4mp13_4u7h_70k3n'
dqops_client = client.AuthenticatedClient(
'http://localhost:8888/',
token=token,
raise_on_unexpected_status=True
)
call_result = get_table_profiling_checks_results.sync(
'sample_connection',
'sample_schema',
'sample_table',
client=dqops_client
)
Expand to see the returned result
[
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
),
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
),
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
)
]
Execution
from dqops import client
from dqops.client.api.check_results import get_table_profiling_checks_results
from dqops.client.models import CheckResultsDetailedLoadMode
token = 's4mp13_4u7h_70k3n'
dqops_client = client.AuthenticatedClient(
'http://localhost:8888/',
token=token,
raise_on_unexpected_status=True
)
call_result = await get_table_profiling_checks_results.asyncio(
'sample_connection',
'sample_schema',
'sample_table',
client=dqops_client
)
Expand to see the returned result
[
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
),
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
),
CheckResultsListModel(
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
data_group='sample_data_grouping',
check_result_entries=[
CheckResultEntryModel(
id='3854372',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=100.0,
expected_value=110.0,
warning_lower_bound=105.0,
warning_upper_bound=115.0,
error_lower_bound=95.0,
error_upper_bound=125.0,
fatal_lower_bound=85.0,
fatal_upper_bound=135.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T14:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T14:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='-8597741925434587255',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=110.0,
expected_value=120.0,
warning_lower_bound=115.0,
warning_upper_bound=125.0,
error_lower_bound=105.0,
error_upper_bound=135.0,
fatal_lower_bound=95.0,
fatal_upper_bound=145.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T15:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T15:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='8520797026624525526',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=120.0,
expected_value=130.0,
warning_lower_bound=125.0,
warning_upper_bound=135.0,
error_lower_bound=115.0,
error_upper_bound=145.0,
fatal_lower_bound=105.0,
fatal_upper_bound=155.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T16:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T16:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
),
CheckResultEntryModel(
id='879763789071004098',
check_hash=0,
check_category='sample_category',
check_name='sample_check',
check_display_name='sample_target/sample_category/sample_check',
check_type=CheckType.PROFILING,
actual_value=130.0,
expected_value=140.0,
warning_lower_bound=135.0,
warning_upper_bound=145.0,
error_lower_bound=125.0,
error_upper_bound=155.0,
fatal_lower_bound=115.0,
fatal_upper_bound=165.0,
severity=2,
column_name='sample_column',
data_group='sample_data_grouping',
duration_ms=142,
executed_at='2023-10-01T17:00:00Z',
time_gradient=TimePeriodGradient.HOUR,
time_period=Some date/time value: [2023-10-01T17:00],
include_in_kpi=True,
include_in_sla=True,
provider='BigQuery',
quality_dimension='sample_quality_dimension',
sensor_name='sample_target/sample_category/table/volume/row_count'
)
]
)
]